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Creating and sharing knowledge in communications and information technology
CONCLUDED MSC THESIS

EMG-based Gesture Recognition: CNN Feature Contribution and Ablation Study

Miguel Marques Alves Maya Pinheiro
Supervisors: Cláudia Sofia Sevivas Ribeiro, Hugo Humberto Plácido da Silva
University: Universidade Europeia, IADE
Keywords: Electromyography (EMG), Surface EMG (sEMG), EMG Signal Processing, Feature Extraction, Gesture Recognition, Pros- theticControl,MachineLearning,DeepLearning,ConvolutionalNeuralNetworks,AblationStudy,ModelRecovery.
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